Concepts of multilevel, longitudinal, and mixed models

Langue
d'enseignement

Anglais

Thèmes abordés

Starting from ANOVA models with random factor levels, the concepts of mixed models is introduced and the basics about inference in random-effects models will be explained. Afterwards, the mixed ANOVA models is extended to general linear mixed models for continuous data. Finally, extensions to models for binary or count data will be briefly discussed. Omitting all theoretical details, sufficient background will be given such that practicing statisticians can apply mixed models in a variety of contexts, know how to use up-to-date software, and are able to correctly interpret generated outputs. Many applications, taken from various disciplines, will be discussed.

Faculté ou entité
en charge

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